Leheng Sheng

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 9

Top Topics

Collaborative Filtering

Cognitive States

Recommender Systems

Probabilistic Matrix Factorization

Top Venues

Publications

Yuxin Chen, Junfei Tan, An Zhang, Zhengyi Yang, Leheng Sheng, Enzhi Zhang, Xiang Wang, Tat-Seng Chua
On Softmax Direct Preference Optimization for Recommendation. CoRR (2024)
Leheng Sheng, An Zhang, Yi Zhang, Yuxin Chen, Xiang Wang, Tat-Seng Chua
Language Models Encode Collaborative Signals in Recommendation. CoRR (2024)
An Zhang, Wenchang Ma, Pengbo Wei, Leheng Sheng, Xiang Wang
General Debiasing for Graph-based Collaborative Filtering via Adversarial Graph Dropout. WWW (2024)
An Zhang, Wenchang Ma, Pengbo Wei, Leheng Sheng, Xiang Wang
General Debiasing for Graph-based Collaborative Filtering via Adversarial Graph Dropout. CoRR (2024)
An Zhang, Yuxin Chen, Leheng Sheng, Xiang Wang, Tat-Seng Chua
On Generative Agents in Recommendation. SIGIR (2024)
An Zhang, Leheng Sheng, Zhibo Cai, Xiang Wang, Tat-Seng Chua
Empowering Collaborative Filtering with Principled Adversarial Contrastive Loss. NeurIPS (2023)
Leheng Sheng, Wenhan Wang, Zhiyi Shi, Jichao Zhan, Youyong Kong
Brainnetformer: Decoding Brain Cognitive States with Spatial-Temporal Cross Attention. ICASSP (2023)
An Zhang, Leheng Sheng, Yuxin Chen, Hao Li, Yang Deng, Xiang Wang, Tat-Seng Chua
On Generative Agents in Recommendation. CoRR (2023)
An Zhang, Leheng Sheng, Zhibo Cai, Xiang Wang, Tat-Seng Chua
Empowering Collaborative Filtering with Principled Adversarial Contrastive Loss. CoRR (2023)